Advanced deep learning with R : become an expert at designing, building, and improving advanced neural network models using R /: become an expert at designing, building, and improving advanced neural network models using R. (2019)

• Record Type: Book
• Further Information: Note: Bharatendra Rai.
• Authors: Rai, Bharatendra K
• Contents: Table of ContentsRevisiting Deep Learning architecture and techniquesDeep Neural Networks for multiclass classificationDeep Neural Networks for regressionImage classification and recognitionImage classification using convolutional neural networksApplying Autoencoder neural networks using KerasImage classification for small data using transfer learningCreating new images using generative adversarial networksDeep network for text classificationText classification using recurrent neural networksText classification using Long Short-Term Memory NetworkText classification using convolutional recurrent networksTips, tricks and the road ahead.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2019
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 519.502855133; R (Computer program language); Machine learning; Artificial intelligence; Neural networks (Computer science); Artificial intelligence; Machine learning; Neural networks (Computer science); R (Computer program language); Electronic books
• Languages: English
• ISBNs: 9781789534986; 1789534984
• Related ISBNs: 9781789538779
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from title page (Safari, viewed May 20, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.